Run
576512

Run 576512

Task 10093 (Supervised Classification) banknote-authentication Uploaded 01-06-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.kknn.preproc.preproc(1)Learner mlr.classif.kknn.preproc.preproc from package(s) !kknn.
mlr.classif.kknn.preproc.preproc(1)_k33
mlr.classif.kknn.preproc.preproc(1)_openml.seed1
mlr.classif.kknn.preproc.preproc(1)_openml.kindMersenne-Twister
mlr.classif.kknn.preproc.preproc(1)_openml.normal.kindInversion

Result files

rds
BenchmarkResult

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9971
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1340.7182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0131
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9971
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9971
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9971
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1269
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.553
UserCPU time millis testing
0.155
UserCPU time millis training
0.398